Pydantic Aura
GRAPH · DATA · TRAINING

GRAPH · DATA · TRAINING

Graphs, data and the engineers who own them.

We help product teams design graphs, ship validated data pipelines, and grow the engineers who own them.

Four talents, one practice

Pick where you'd like to start.

Calendar

Workshops, talks and office hours.

July 2026
16 Thu · Jul
Workshop — GraphRAG with Pydantic AI
AI Hybrid · Amsterdam, NL
30 Thu · Jul
Train the Trainers — Internal Enablement Programme
Training Hybrid · Dublin, IE

Recent talks & writing

A small sample from across the practice.

talk · Graph

Graph Modelling for Production AI

A pragmatic walk-through of mapping LLM use cases onto labelled-property graphs without over-engineering.

Mar 2026 · GraphConnect EU

blog · Graph

From Tables to Graphs in 30 Days

What we change first when a relational team adopts Neo4j Aura — and what we deliberately leave alone.

Feb 2026

talk · Data

Pydantic v2 in Anger

Lessons from running validated contracts across 200+ ingestion pipelines without slowing the team down.

Apr 2026 · PyData London